Abstract
We report a local field potential (LFP) adaptive dynamic zoom-and-tracking front-end circuit for energy-efficient dual-band monitoring of subcortical neural signals. The proposed front-end employs an incremental delta-sigma ADC (IADC) to achieve multi-channel high-resolution neural recording with high energy-efficiency, through dynamically tracking slow-varying LFPs and zooming into a refined sub-LFP range to resolve action potentials (APs). The proposed zoom-and-tracking scheme can effectively reduce analog power consumption of the 2nd order IADC by 64.3% compared to the conventional design. In addition, the proposed architecture provides dual-band neural recording by reusing the tracked LFP signals. The front-end chip with four recording channels was implemented in 180 nm CMOS process. The IADC in the fabricated chip achieves the best FoMWalden (107.9 fJ/conv-step) and FoMSNDR (162.1 dB) among the state-of-the-art IADCs integrated in the neural recording front-ends. Also, the dual-band recording can reduce the post-processing hardware (FPGA) burden (> 53.8%) for band separation.
Original language | English |
---|---|
Title of host publication | BioCAS 2022 - IEEE Biomedical Circuits and Systems Conference |
Subtitle of host publication | Intelligent Biomedical Systems for a Better Future, Proceedings |
Publisher | Institute of Electrical and Electronics Engineers Inc. |
Pages | 75-79 |
Number of pages | 5 |
ISBN (Electronic) | 9781665469173 |
DOIs | |
Publication status | Published - 2022 |
Event | 2022 IEEE Biomedical Circuits and Systems Conference, BioCAS 2022 - Taipei, Taiwan, Province of China Duration: 2022 Oct 13 → 2022 Oct 15 |
Publication series
Name | BioCAS 2022 - IEEE Biomedical Circuits and Systems Conference: Intelligent Biomedical Systems for a Better Future, Proceedings |
---|
Conference
Conference | 2022 IEEE Biomedical Circuits and Systems Conference, BioCAS 2022 |
---|---|
Country/Territory | Taiwan, Province of China |
City | Taipei |
Period | 22/10/13 → 22/10/15 |
Bibliographical note
Publisher Copyright:© 2022 IEEE.
All Science Journal Classification (ASJC) codes
- Artificial Intelligence
- Signal Processing
- Biomedical Engineering
- Electrical and Electronic Engineering
- Neuroscience (miscellaneous)
- Instrumentation